From the course: Debiasing AI Using Amazon SageMaker
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Train the model
- [Instructor] Now that we have prepared and cleaned our data, let's use it to teach a model about crime. To start that, we need to create a training job, so navigate to the SageMaker homepage and scroll down here on the left hand side, look for training jobs. Click on that. It will bring you to a screen showing you all of your previously-created training jobs. To create a new one, click on create training job. Give your job a name, no spaces allowed in that name. I will call mine crime job. Leave it to the previously-defaulted AIM role that was created. We see here that Amazon SageMaker built-in algorithm is defaulted. Leave that selected and then choose an algorithm. So Amazon SageMaker provides a long list of algorithms. In this case, we are using Linear Learner. Scroll down, make sure your input mode is file because we are using a CSV file. And then you can scroll through and just look at the different metrics that will be published during the training process, and it's published…
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